Zhuangzhuang Pan

Institute for Advanced Studies

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Multimodal Models (2)Natural Language Processing (2)Computer Vision (1)Eval Frameworks & Benchmarks (1)

Frequent co-authors

Ning Dong (2)Yingna Su (2)Yan Xia (2)Xin Dong (1)

Papers (3)

Jun 18, 2026

School of Electronic3w ago·also Institute for Advanced Studies, Suqian University, University of Electronic Science

Reliability-Aware Prototype Calibration for Frozen Pose-Flow Video Anomaly Detection

A lightweight calibration method boosts the accuracy of pose-flow video anomaly detection by up to 4.49 percentage points without retraining the model.

Ning Dong, Yingna Su, Xin Dong +3

Computer Vision Multimodal Models

Jun 17, 2026

Institute for Advanced Studies3w ago·also Friedrich-Alexander-Universität, School of Electronic, UM

Learning Robust Pair Confidence for Multimodal Emotion-Cause Pair Extraction

RPCL reshapes how we approach pair confidence in MECPE, achieving up to 2.83 percentage points improvement in extraction accuracy.

Zhuangzhuang Pan, Ning Dong, Yingna Su +1

Multimodal Models Natural Language Processing

May 24, 2026

Institute for Advanced StudiesMay 24, 2026·also Friedrich-Alexander-Universität, UM, VinUniversity

They Are Not the Same: Direct Causes Are Not Grounded Emotion Explanations

Just because an AI can identify the trigger for an emotion doesn't mean it understands *why* that emotion occurred – and current benchmarks are misleading us.

Zhuangzhuang Pan, Yan Xia, Chee Seng Chan

Eval Frameworks & Benchmarks Interpretability & Mechanistic Interp Natural Language Processing

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Zhuangzhuang Pan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (3)